{"id":"W1972921190","doi":"10.1080/17480931003658894","title":"Strategies for restoring material flow in ore and waste pass systems","year":2010,"lang":"en","type":"article","venue":"International Journal of Mining Reclamation and Environment","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hang; Material flow; Flow (mathematics); Waste management; Environmental science; Engineering; Mechanical engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002444298,0.00005752717,0.00009048614,0.00008397118,0.00001404972,0.00008618641,0.00006124921,0.00004624755,0.00001668747],"category_scores_gemma":[0.000009257002,0.00005584472,0.00001432071,0.000006052438,0.00001325654,0.0001706405,0.00001555029,0.00007512148,3.674452e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004734067,"about_ca_system_score_gemma":0.000005893504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003113543,"about_ca_topic_score_gemma":0.000004734524,"domain_scores_codex":[0.9995595,0.000004874392,0.0002541135,0.00005113262,0.00007111261,0.00005922296],"domain_scores_gemma":[0.9998181,0.00003027737,0.00007834511,0.00003466366,0.00001061982,0.00002795567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004637994,0.0001049613,0.01519757,0.0003880989,0.0003727335,0.00005601818,0.01402006,0.555919,0.2152392,0.01156614,0.004144278,0.1825281],"study_design_scores_gemma":[0.002197304,0.000262776,0.01158018,0.0004829383,0.00003069432,0.0003693082,0.006673289,0.9315104,0.00672286,0.002044379,0.03767024,0.000455631],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921174,0.00004364679,0.006334634,0.000106663,0.001162719,0.00005019395,0.000006989268,0.000009322742,0.0001684043],"genre_scores_gemma":[0.9847431,0.0003033614,0.01464957,0.000005939763,0.0002642096,0.000007217261,0.000003633111,0.000008922827,0.00001408924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3755914,"threshold_uncertainty_score":0.2277282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116593359827663,"score_gpt":0.2128858273248056,"score_spread":0.201719893726529,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}